Zhanhuai Li

Affiliations:
  • Northwestern Polytechnical University, Xi'an, China


According to our database1, Zhanhuai Li authored at least 152 papers between 2003 and 2024.

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Bibliography

2024
Adaptive deep learning for entity disambiguation via knowledge-based risk analysis.
Expert Syst. Appl., March, 2024

Enhancing Enterprise Credit Risk Assessment with Cascaded Multi-level Graph Representation Learning.
Neural Networks, January, 2024

2023
Adaptive deep learning for entity resolution by risk analysis.
Knowl. Based Syst., 2023

2022
Gradual Machine Learning for Entity Resolution.
IEEE Trans. Knowl. Data Eng., 2022

Active deep learning on entity resolution by risk sampling.
Knowl. Based Syst., 2022

Adaptive deep learning for network intrusion detection by risk analysis.
Neurocomputing, 2022

A deep grouping fusion neural network for multimedia content understanding.
IET Image Process., 2022

2021
Joint Inference for Aspect-Level Sentiment Analysis by Deep Neural Networks and Linguistic Hints.
IEEE Trans. Knowl. Data Eng., 2021

Aspect-level sentiment analysis based on gradual machine learning.
Knowl. Based Syst., 2021

Numerical Markov Logic Network: A Scalable Probabilistic Framework for Hybrid Knowledge Inference.
Inf., 2021

WOBTree: a write-optimized B+-tree for non-volatile memory.
Frontiers Comput. Sci., 2021

Attention-Enhanced Gradual Machine Learning for Entity Resolution.
IEEE Intell. Syst., 2021

An Overview on Supervised Semi-structured Data Classification.
Proceedings of the 8th IEEE International Conference on Data Science and Advanced Analytics, 2021

A Semi-structured Data Classification Model with Integrating Tag Sequence and Ngram.
Proceedings of the Database Systems for Advanced Applications, 2021

DNN-driven Gradual Machine Learning for Aspect-term Sentiment Analysis.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020
r-HUMO: A Risk-Aware Human-Machine Cooperation Framework for Entity Resolution with Quality Guarantees.
IEEE Trans. Knowl. Data Eng., 2020

Constructing domain-dependent sentiment dictionary for sentiment analysis.
Neural Comput. Appl., 2020

A general fragments allocation method for join query in distributed database.
Inf. Sci., 2020

A new fragments allocating method for join query in distributed database.
Frontiers Comput. Sci., 2020

An adaptive strategy for statistics collecting in distributed database.
Frontiers Comput. Sci., 2020

Risk-based Adaptive Deep Learning for Entity Resolution.
CoRR, 2020

Towards Interpretable and Learnable Risk Analysis for Entity Resolution.
Proceedings of the 2020 International Conference on Management of Data, 2020

A Novel Scalable Distributed Database System.
Proceedings of the CIPAE 2020: 2020 International Conference on Computers, 2020

2019
基于概率推断的质量控制智能体 (Quality Control Agent Based on Probability Inference).
计算机科学, 2019

Identification of cancer subtypes by integrating multiple types of transcriptomics data with deep learning in breast cancer.
Neurocomputing, 2019

Reducing partition skew on MapReduce: an incremental allocation approach.
Frontiers Comput. Sci., 2019

An efficient parallel algorithm of N-hop neighborhoods on graphs in distributed environment.
Frontiers Comput. Sci., 2019

Statistical relational learning based automatic data cleaning.
Frontiers Comput. Sci., 2019

Towards Interpretable and Learnable Risk Analysis for Entity Resolution.
CoRR, 2019

Gradual Machine Learning for Aspect-level Sentiment Analysis.
CoRR, 2019

Gradual Machine Learning for Entity Resolution.
Proceedings of the World Wide Web Conference, 2019

Hint-Embedding Attention-Based LSTM for Aspect Identification Sentiment Analysis.
Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

A New Statistics Collecting Method with Adaptive Strategy.
Proceedings of the Database Systems for Advanced Applications, 2019

2018
An efficient theta-join query processing in distributed environment.
J. Parallel Distributed Comput., 2018

Relational data imputation with quality guarantee.
Inf. Sci., 2018

Reasoning about attribute value equivalence in relational data.
Inf. Syst., 2018

GL-RF: a reconciliation framework for label-free entity resolution.
Frontiers Comput. Sci., 2018

Automatic Web-based relational data imputation.
Frontiers Comput. Sci., 2018

The New Hardware Development Trend and the Challenges in Data Management and Analysis.
Data Sci. Eng., 2018

Gradual Machine Learning for Entity Resolution.
CoRR, 2018

Improving the Results of Machine-based Entity Resolution with Limited Human Effort: A Risk Perspective.
CoRR, 2018

i-HUMO: An Interactive Human and Machine Cooperation Framework for Entity Resolution with Quality Guarantees.
CoRR, 2018

BCDForest: a boosting cascade deep forest model towards the classification of cancer subtypes based on gene expression data.
BMC Bioinform., 2018

SenHint: A Joint Framework for Aspect-level Sentiment Analysis by Deep Neural Networks and Linguistic Hints.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

FSObserver: A Performance Measurement and Monitoring Tool for Distributed Storage Systems.
Proceedings of the Network and Parallel Computing, 2018

Attribute Value Matching with Limited Budget.
Proceedings of the Intelligence Science and Big Data Engineering, 2018

OC-Cache: An Open-channel SSD Based Cache for Multi-Tenant Systems.
Proceedings of the 37th IEEE International Performance Computing and Communications Conference, 2018

An Importance-and-Semantics-Aware Approach for Entity Resolution Using MLP.
Proceedings of the Data Science, 2018

Enabling Quality Control for Entity Resolution: A Human and Machine Cooperation Framework.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

GraphU: A Unified Vertex-Centric Parallel Graph Processing Platform.
Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

Attribute Value Matching by Maximizing Benefit.
Proceedings of the Advances in Conceptual Modeling, 2018

Improving Machine-based Entity Resolution with Limited Human Effort: A Risk Perspective.
Proceedings of the International Workshop on Real-Time Business Intelligence and Analytics, 2018

2017
Parallelizing maximal clique and k-plex enumeration over graph data.
J. Parallel Distributed Comput., 2017

Enabling Quality Control for Entity Resolution: A Human and Machine Cooperative Framework.
CoRR, 2017

GraphHP: A Hybrid Platform for Iterative Graph Processing.
CoRR, 2017

An Efficient Filter Strategy for Theta-Join Query in Distributed Environment.
Proceedings of the 46th International Conference on Parallel Processing Workshops, 2017

A Human-and-Machine Cooperative Framework for Entity Resolution with Quality Guarantees.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

POOLSIDE: An Online Probabilistic Knowledge Base for Shopping Decision Support.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

On-line imputation for missing values.
Proceedings of the 10th International Congress on Image and Signal Processing, 2017

Cohesion based attribute value matching.
Proceedings of the 10th International Congress on Image and Signal Processing, 2017

Towards the classification of cancer subtypes by using cascade deep forest model in gene expression data.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016
基因表达数据中局部模式的查询 (Local Pattern Query from Gene Expression Data).
计算机科学, 2016

A probabilistic ranking framework for web-based relational data imputation.
Inf. Sci., 2016

Constrained query of order-preserving submatrix in gene expression data.
Frontiers Comput. Sci., 2016

Efficient Maximal Clique Enumeration Over Graph Data.
Data Sci. Eng., 2016

The Cost Performance of Hyper-Threading Technology in the Cloud Computing Systems.
Proceedings of the Advances in Swarm Intelligence, 7th International Conference, 2016

Towards Scalable Subgraph Pattern Matching over Big Graphs on MapReduce.
Proceedings of the 22nd IEEE International Conference on Parallel and Distributed Systems, 2016

DFA-G: A Unified Programming Model for Vertex-Centric Parallel Graph Processing.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

Parallelizing Maximal Clique Enumeration Over Graph Data.
Proceedings of the Database Systems for Advanced Applications, 2016

Parallel subgraph matching on massive graphs.
Proceedings of the 9th International Congress on Image and Signal Processing, 2016

Web-based techniques for automatically detecting and correcting information errors in a database.
Proceedings of the 2016 International Conference on Big Data and Smart Computing, 2016

Discovering Approximate Functional Dependencies from Distributed Big Data.
Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

2015
面向故障定位的基于MC/DC的测试用例约简方法 (Test-suite Reduction Based on MC/DC in Software Fault Localization).
计算机科学, 2015

Discovering Functional Dependencies in Vertically Distributed Big Data.
Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

OMEGA: An Order-Preserving SubMatrix Mining, Indexing and Search Tool.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Towards Order-Preserving SubMatrix Search and Indexing.
Proceedings of the Database Systems for Advanced Applications, 2015

2014
MLFS: A multiple layers share file system for cloud computing.
Proceedings of the 2014 IEEE GLOBECOM Workshops, Austin, TX, USA, December 8-12, 2014, 2014

A Framework to Measure Storage Utilization in Cloud Storage Systems.
Proceedings of the Database Systems for Advanced Applications, 2014

HadoopM: A Message-Enabled Data Processing System on Large Clusters.
Proceedings of the Database Systems for Advanced Applications, 2014

Identification of protein complexes and functional modules in integrated PPI networks.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

2013
Context-aware web services for security control and privacy preservation in an RFID supply chain.
Int. J. Inf. Technol. Manag., 2013

Parallel Partitioning and Mining Gene Expression Data with Butterfly Network.
Proceedings of the Database and Expert Systems Applications, 2013

Revealing the Causes of Dynamic Change in Protein-Protein Interaction Network.
Proceedings of the IEEE International Congress on Big Data, 2013

2012
Semantic relevance ranking for XML keyword search.
Inf. Sci., 2012

S-TRAP: Optimization and evaluation of timely recovery to any point-in-time (TRAP).
Comput. Sci. Inf. Syst., 2012

MSMapper: An Adaptive Split Assignment Scheme for MapReduce.
Proceedings of the Web-Age Information Management, 2012

Mining Frequent Association Tag Sequences for Clustering XML Documents.
Proceedings of the Web Technologies and Applications - 14th Asia-Pacific Web Conference, 2012

2011
MFC: Mining Maximal Frequent Dense Subgraphs without Candidate Maintenance in Imbalanced PPI Networks.
J. Softw., 2011

XIOTR : A Terse Ranking of XIO for XML Keyword Search.
J. Softw., 2011

Security and privacy protection in RFID-enabled supply chain management.
Int. J. Radio Freq. Identif. Technol. Appl., 2011

MFCluster: Mining Maximal Fault-Tolerant Constant Row Biclusters in Microarray Dataset.
Proceedings of the Web-Age Information Management - 12th International Conference, 2011

Event Detection over Live and Archived Streams.
Proceedings of the Web-Age Information Management - 12th International Conference, 2011

XIO-SLCA: Optimize SLCA for Effective Keyword Search in XML Documents.
Proceedings of the Web-Age Information Management, 2011

Research on Disk Array Parallel Test.
Proceedings of the Fourth International Symposium on Parallel Architectures, 2011

DHFS: A High-Throughput Heterogeneous File System Based on Mainframe for Cloud Storage.
Proceedings of the Fourth International Symposium on Parallel Architectures, 2011

The Study of Data Collecting Based on Kprobe.
Proceedings of the 4th International Symposium on Computational Intelligence and Design, 2011

FTCluster: Efficient Mining Fault-Tolerant Biclusters in Microarray Dataset.
Proceedings of the Data Mining Workshops (ICDMW), 2011

Predicting software black-box defects using stacked generalization.
Proceedings of the Sixth IEEE International Conference on Digital Information Management, 2011

Research of Passive Mode Interaction in Pervasive Computing.
Proceedings of the Human-Computer Interaction. Towards Mobile and Intelligent Interaction Environments, 2011

Complex Event Processing over Unreliable RFID Data Streams.
Proceedings of the Web Technologies and Applications - 13th Asia-Pacific Web Conference, 2011

2010
Efficient Mining Frequent Closed Discriminative Biclusters by Sample-Growth: The FDCluster Approach.
Int. J. Knowl. Discov. Bioinform., 2010

Structure and Content Similarity for Clustering XML Documents.
Proceedings of the Web-Age Information Management, 2010

Efficient Multiple Objects-Oriented Event Detection Over RFID Data Streams.
Proceedings of the Web-Age Information Management, 11th International Conference, 2010

Effective XML Keyword Search through Valid Lowest Information Unit.
Proceedings of the Web-Age Information Management, 2010

Online Pattern Aggregation over RFID Data Streams.
Proceedings of the Web-Age Information Management, 11th International Conference, 2010

FDTM: Block Level Data Migration Policy in Tiered Storage System.
Proceedings of the Network and Parallel Computing, IFIP International Conference, 2010

FDCluster: Mining Frequent Closed Discriminative Bicluster without Candidate Maintenance in Multiple Microarray Datasets.
Proceedings of the ICDMW 2010, 2010

Design of Data Replication System on FreeBSD.
Proceedings of the International Conference on Data Storage and Data Engineering, 2010

WIBE: Mining Frequent Closed Patterns Without Candidate Maintenance in Microarray Dataset.
Proceedings of The 2010 International Conference on Data Mining, 2010

2009
Optimization Techniques for RFID Complex Event Processing.
J. Comput. Sci. Technol., 2009

Multi-dimensional Queries in DHT-Based Peer-to-Peer Systems.
Proceedings of the Fifth International Conference on Semantics, Knowledge and Grid, 2009

Probabilistic Modeling of Streaming RFID Data by Using Correlated Variable-duration HMMs.
Proceedings of the Seventh ACIS International Conference on Software Engineering Research, 2009

Mining functional associated patterns from biological network data.
Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

A Disk Array Simulator for Large-Scale SAN Emulation.
Proceedings of the 2009 International Conference on Modeling, 2009

Delay and Energy Efficiency Tradeoffs for Data Collections in Large Scale Wireless Sensor Networks.
Proceedings of the IEEE 6th International Conference on Mobile Adhoc and Sensor Systems, 2009

Mining High-Correlation Association Rules for Inferring Gene Regulation Networks.
Proceedings of the Data Warehousing and Knowledge Discovery, 11th International Conference, 2009

Annotating Web Pages for Semantic Web.
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009

2008
A Hierarchical Storage Strategy Based on Block-Level Data Valuation.
Proceedings of the NCM 2008, The Fourth International Conference on Networked Computing and Advanced Information Management, Gyeongju, Korea, September 2-4, 2008, 2008

Optimizing Complex Event Processing over RFID Data Streams.
Proceedings of the 24th International Conference on Data Engineering, 2008

Sequential Pattern Mining for Protein Function Prediction.
Proceedings of the Advanced Data Mining and Applications, 4th International Conference, 2008

2007
Protecting and Recovering Database Systems Continuously.
Proceedings of the Advances in Data and Web Management, 2007

A priority random sampling algorithm for time-based sliding windows over weighted streaming data.
Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), 2007

An Improved SVM Classifier for Medical Image Classification.
Proceedings of the Rough Sets and Intelligent Systems Paradigms, International Conference, 2007

Supporting Multi-attribute Queries in Peer-to-Peer Data Management Systems.
Proceedings of the Eighth International Conference on Parallel and Distributed Computing, 2007

A Markov-chained Evaluation Method for Availability of Survivable Storage System.
Proceedings of the International MultiConference of Engineers and Computer Scientists 2007, 2007

A Novel Automatic Image Annotation Method Based on Co-occurrence Keywords.
Proceedings of the International MultiConference of Engineers and Computer Scientists 2007, 2007

Application of Policies in Autonomic Computing System based on Partitionable Server.
Proceedings of the 2007 International Conference on Parallel Processing Workshops (ICPP Workshops 2007), 2007

New Sampling-Based Summary Structures for Sliding Windows over Data Streams.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Contemporary Intelligent Computing Techniques, 2007

The Design of Finite State Machine for Asynchronous Replication Protocol.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2007

A Fast Disaster Recovery Mechanism for Volume Replication Systems.
Proceedings of the High Performance Computing and Communications, 2007

Using Cluster Similarity to Detect Natural Cluster Hierarchies.
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007

An Efficient Encoding and Labeling Scheme for Dynamic XML Data.
Proceedings of the Database and Expert Systems Applications, 18th International Conference, 2007

RWAR: A Resilient Window-consistent Asynchronous Replication Protocol.
Proceedings of the The Second International Conference on Availability, 2007

2006
Supporting Complex Query with Structured Overlays in Schema-Based P2P System.
Proceedings of the Web Information Systems - WISE 2006 Workshops, 2006

On Combining Fractal Dimension with GA for Feature Subset Selecting.
Proceedings of the MICAI 2006: Advances in Artificial Intelligence, 2006

Random Sampling Algorithms for Landmark Windows over Data Streams.
Proceedings of the ICEIS 2006, 2006

A Better Classifier Based on Rough Set and Neural Network for Medical Images.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Classifying Noisy Data Streams.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Third International Conference, 2006

The Practical Method of Fractal Dimensionality Reduction Based on Z-Ordering Technique.
Proceedings of the Advanced Data Mining and Applications, Second International Conference, 2006

Improving the Performance of Data Stream Classifiers by Mining Recurring Contexts.
Proceedings of the Advanced Data Mining and Applications, Second International Conference, 2006

2005
Simulation of IP Storage Area Network.
Proceedings of The 2005 International Conference on Modeling, 2005

A Solution to Ragged Dimension Problem in OLAP.
Proceedings of the Advances in Natural Computation, First International Conference, 2005

DRC-BK: Mining Classification Rules by Using Boolean Kernels.
Proceedings of the Computational Science and Its Applications, 2005

Joining Associative Classifier for Medical Images.
Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005

2004
DRC-BK: Mining Classification Rules with Help of SVM.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

Modeling of Moving Objects and Querying Videos by Trajectories.
Proceedings of the 10th International Multimedia Modeling Conference (MMM 2004), 2004

A Novel Multimedia Data Model Supporting Temporal Semantic Abstraction.
Proceedings of the Information Systems Technology and its Applications, 2004

Research on security of storage area network.
Proceedings of the 3rd International Conference on Information Security, 2004

A New Approach for Selecting Attributes Based on Rough Set Theory.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2004

2003
The Concept of Attribute Dimension and Corresponding Operations.
Proceedings of the 2003 IEEE / WIC International Conference on Web Intelligence, 2003

Improving the Performance of Text Classifiers by Using Association Features.
Proceedings of the Foundations of Intelligent Systems, 14th International Symposium, 2003

Optimization of Asynchronous Volume Replication Protocol.
Proceedings of the Advanced Parallel Programming Technologies, 5th International Workshop, 2003


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